What is TPU and how common is it in AI job postings?

TPU is a skill in the "Infrastructure & Systems" category. It currently appears in 105 active AI roles across 15 companies in our index.

Which companies are hiring for TPU?

The top employers with active AI roles mentioning TPU are: Google (54), Amazon (15), ByteDance (8), Anthropic (6), NVIDIA (5).

Is demand for TPU growing?

Over the last 12 weeks, 85 new AI postings mentioned TPU. Demand is rising — up 478% in the last four weeks compared to the earliest four weeks in the window.

At which stage of AI development is TPU used?

Roles requiring TPU are concentrated in: serving infrastructure (73%), agents (10%), post-training (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.

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TPU

105 active AI roles across 15 companies mention TPU. Category: Infrastructure & Systems.

Top employers

Google54Big Tech Amazon15Big Tech ByteDance8Big Tech Anthropic6AI Frontier NVIDIA5Semiconductors Cohere3AI Frontier Adobe3Enterprise Snorkel AI2Data AI Physical Intelligence2AI Frontier Apple2Big Tech Oracle1Enterprise OpenAI1AI Frontier Jump Trading1Quant JPMorgan Chase1Banking Character AI1AI Frontier

Demand trend

New AI postings mentioning TPU per week — 85 total over 12 weeks.

Sector

All Big Tech · 83 Semiconductors · 15 AI Frontier · 13 Enterprise · 4 Data AI · 2 Quant · 1 Banking · 1

Function

All Engineering · 103 Research · 13 Product · 3

Status

All Active only

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105 AI roles requiring this skill.

Company	Title	Sector	AI score	Stage
Google	Engineering Manager, ML Performance	Big Tech	9	L3
Google	Research Engineer, Frontier Safety Mitigations, DeepMind	Big Tech	9	L4
Google	Research Engineer, Frontier Safety Mitigations, DeepMind	Big Tech	9	L4
Anthropic	Staff+ Software Engineer, Inference Runtime	AI Frontier	9	L3
Google	Research Engineer, Multi Agent Learning, DeepMind	Big Tech	9	L4
Google	Senior Staff Technical Program Manager, AI Innovation and Research	Big Tech	9	L4
Google	Senior Research Engineer, On-Device Inference, Robotics, DeepMind	Big Tech	9	L3
Google	Staff Engineer, TPU Co-Design	Big Tech	9	L3
Google	Senior Staff Engineer, TPU Co-Design	Big Tech	9	L3
Jump Trading	Research Engineer, Pre-Training	Quant	9	L1
Google	Machine Learning Hardware Architect, Hardware, Software Co-Design, Google Cloud	Big Tech	9	L3
Google	Research Scientist, Efficient AI	Big Tech	9	L3
Google	Staff Software Engineer, Machine Learning, Google Chat	Big Tech	9	L4
Cohere	Machine Learning Intern/Co-op (Fall, 2026)	AI Frontier	9	L2
Snorkel AI	Staff/Principal Research Scientist	Data AI	9	L0
Adobe	Senior Staff Applied Scientist - AI/ML	Enterprise	9	L2
Anthropic	Research Engineer, Interpretability	AI Frontier	9	L2
Snorkel AI	Research Scientist	Data AI	9	L0
OpenAI	Software Engineer, Accelerators	AI Frontier	9	L3
Anthropic	TPU Kernel Engineer	AI Frontier	9	L3
Google	Senior Silicon System and Software Integration Engineer, Google Cloud	Big Tech	8	L3
Google	Silicon RTL Design Engineer, PhD, Google Cloud	Big Tech	8	L3
Amazon	Senior Software Development Engineer, AWS Mantle	Big Tech	8	L3
Apple	Sr. ML Production Model Automation Engineer, Siri Speech	Big Tech	8	L2
Google	Silicon System and Software Integration Engineer, TPU Cloud	Big Tech	8	L3
Google	Software Engineer III, AI/ML, Proxybidder ML	Big Tech	8	L3
Google	Research Engineer, Robotics Applications, DeepMind	Big Tech	8	L6
Amazon	Software Development Manager, AWS Neuron SDK - Distributed Training	Big Tech	8	L2
Google	Senior Design and Integration Engineer, Cloud TPU	Big Tech	8	L3
Anthropic	Engineering Manager, Cloud Safety	AI Frontier	8	L3

Frequently asked questions

What is TPU and how common is it in AI job postings?
TPU is a skill in the "Infrastructure & Systems" category. It currently appears in 105 active AI roles across 15 companies in our index.
Which companies are hiring for TPU?
The top employers with active AI roles mentioning TPU are: Google (54), Amazon (15), ByteDance (8), Anthropic (6), NVIDIA (5).
Is demand for TPU growing?
Over the last 12 weeks, 85 new AI postings mentioned TPU. Demand is rising — up 478% in the last four weeks compared to the earliest four weeks in the window.
At which stage of AI development is TPU used?
Roles requiring TPU are concentrated in: serving infrastructure (73%), agents (10%), post-training (6%). These stages follow a seven-stage AI lifecycle from data preparation through to shipped product.